Skip to content

Andrew Fairless, Ph.D.

Data, Science, and Tinkering

Overview
Experience and Education
Publications
SHAP Tutorial
Understanding the Basics of Bayesian Linear Regression
Classifying Medicine
The Peanuts Project

Search for:

Search for:

What I Read: Generative AI Platform

Home/What I Learn/What I Read: Generative AI Platform

By BylineAndrew Fairless on October 29, 2024August 3, 2024

https://huyenchip.com//2024/07/25/genai-platform.html

Building A Generative AI Platform
Chip Huyen
7/24/24

“This post outlines the common components of a generative AI platform, what they do, and how they are implemented.”

Cat Links What I Learn Tag Links agent cache confabulation database latency logging monitoring natural language processing pipeline retrieval augmented generation

Post navigation

What I Read: History, TransformerPrev post

What I Read: Visual Guide, QuantizationNext post

Categories

Bayesian statistics Machine Learning Statistics What I Learn What I Make

Tags

artificial intelligence attention Bayesian chatbot cognition computer vision database data engineering data science deployment DevOps economics efficiency embedding generalization generative GPU graph healthcare image interpretability large language model latency linear algebra machine learning medicine MLOps monitoring natural language processing neural network neuroscience optimization pipeline probability Python recurrent reinforcement learning reproducibility scalability software engineering SQL statistics training transformer unit test

Copyright © 2024 Andrew Fairless, Ph.D.. All Rights Reserved. | Simple Persona by Catch Themes

Scroll Up